Models for sustainable management of livestock waste based on neural network architectures

Models for sustainable management of livestock waste based on neural network architectures

Abstract This study addresses the problem of minimizing the environmental impact of livestock production while improving the efficiency of livestock waste-to-energy conversion. A sustainable management approach based on neural network models is proposed and substantiated, focusing on predicting live...

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Main Authors: Anatoliy Tryhuba, Krzysztof Mudryk, Inna Tryhuba, Marian Kotsylovskyi, Dmytro Sorokin, Olena Bezaltychna, Pawel Pysz, Taras Hutsol
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Sustainable management
Waste
Animal husbandry
Neural network model
Biogas
Energy supply
Online Access:https://doi.org/10.1038/s41598-025-13150-9
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https://doi.org/10.1038/s41598-025-13150-9

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